MILab-PKU / dcpt
Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).
☆34Updated 2 months ago
Alternatives and similar repositories for dcpt:
Users that are interested in dcpt are comparing it to the libraries listed below
- [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration☆49Updated last month
- [arXiv 2024] LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration☆64Updated 5 months ago
- [ECCV‘24] Teaching Tailored to Talent: Adverse Weather Restoration via Prompt Pool and Depth-Anything Constraint☆32Updated 5 months ago
- [ECCV 2024] Restore Anything with Masks: Leveraging Mask Image Modeling for Blind All-in-One Image Restoration☆74Updated last month
- [CVIU 2024] Coarse-to-Fine Mechanisms Mitigate Diffusion Limitations on Image Restoration☆42Updated 7 months ago
- Codes of Interpreting Low-level Vision Models with Causal Effect Maps☆17Updated 3 months ago
- Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration☆39Updated 9 months ago
- [ACM MM'24 Oral] RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining☆86Updated 3 weeks ago
- [TIP 2024] Official Implementation of "Neural Degradation Representation Learning for All-In-One Image Restoration"☆32Updated 5 months ago
- The official Pytorch Implementation of AnyIR for All in One Image Restoration☆24Updated 3 months ago
- [ECCV2024] "Raindrop Clarity: A Dual-Focused Dataset for Day and Night Raindrop Removal", https://arxiv.org/abs/2407.16957☆48Updated 2 weeks ago
- ☆50Updated last year
- ☆75Updated 2 months ago
- GitHub repository for our project "Efficient Degradation-aware Any Image Restoration"☆31Updated last month
- ☆42Updated this week
- Maximize Efficiency, Elevate Accuracy: Slash GPU Hours by Half with Efficient Pre-training!☆55Updated 11 months ago
- ☆21Updated 8 months ago
- ☆44Updated 8 months ago
- PyTorch implementation for Test-Time Degradation Adaptation for Open-Set Image Restoration (ICML 2024, Spotlight)☆14Updated 9 months ago
- ☆24Updated last year
- When Fast Fourier Transform Meets Transformer for Image Restoration (ECCV 2024)☆58Updated this week
- Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy☆73Updated last year
- Official code for GenDeg: Diffusion-Based Degradation Synthesis for Generalizable All-in-One Image Restoration☆20Updated 3 weeks ago
- [ECCV 2024] UniProcessor: A Text-induced Unified Low-level Image Processor☆23Updated 3 months ago
- [ECCV 2024] Prompt-based test-time real image dehazing: a novel pipeline☆41Updated 5 months ago
- [AAAI 2024] Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration☆35Updated last year
- Here is the code for the TPAMI paper: Advancing Real-World Image Dehazing:Perspective, Modules, and Training.☆20Updated 3 months ago
- AAAI 2024: VQCNIR: Clearer Night Image Restoration with Vector-Quantized Codebook☆19Updated last year
- ☆64Updated 3 weeks ago
- [NeurIPS2024 Spotlight] Real-world Image Dehazing with Coherence-based Pseudo Labeling and Cooperative Unfolding Network☆51Updated 3 weeks ago